Identification of protein functions using a machine-learning approach based on sequence-derived properties

Table 6 Detailed results of SVM without feature selection (SVM_FF)

Protein class	Sensitivity	Specificity	F-measure	MCC
Transport	31.54	100	0.48	0.46
Transcription	71.08	98.81	0.83	0.73
Translation	81.25	100	0.90	0.9
Gluconate utilisation	85.71	100	0.92	0.92
Amino acid biosynthesis	39.45	100	0.57	0.53
Fatty acid metabolism	30.86	100	0.47	0.52
Acetylcholine receptor inhibitor	100	99.51	0.95	0.95
G-protein coupled receptor	38.02	100	0.55	0.53
Guanine nucleotide-releasing factor	82.86	100	0.91	0.9
Fibre protein	83.33	100	0.91	0.91
Transmembrane	41.26	100	0.58	0.56

ISSN: 1477-5956